Give it a DOI.
Get a talk back.
Research plugins for DeepSeek Harness: search 200M papers, read the full text rather than the abstract, budget the slot for the venue, build the deck around the figures, and write the speaker notes as the script.
dsh plugin --profile web add dsh-ai4scholar dsh-slides dsh-paper-slides dsh-research dsh-academyNeeds Node 22.19+ and DeepSeek Harness. Paste an ai4scholar.net API key under Settings → Plugins; arXiv, bioRxiv and DOI full text need no key.
One chain, not four disconnected answers
The guidance forbids answering from memory, so every step stands on the one before it.
DOI → full text → budget the slot → build around figures → HTML + PPTX
What you install
Five packages, one layer each, usable on their own.
dsh-ai4scholar · Capability
38 literature tools across Semantic Scholar, PubMed, Google Scholar, arXiv, bioRxiv/medRxiv, DOI full text, auto-cite and figures.
dsh-slides · Renderer
Writes a structured outline to one self-contained HTML deck, plus an editable .pptx when someone else has to open it. Speaker notes stay off the screen.
dsh-paper-slides · Orchestration
Paper to talk: reads the real full text, budgets the slot per venue, builds the deck around the figures, writes the notes as the script.
dsh-research · Skills
Four research skills: pre-submission review, introduction writing, formatting and re-submission, reference audit.
dsh-academy · Rules
An academic persona and five anti-fabrication rules: never cite what was not read, say so when unsure.
Where someone else does it better
We point at them rather than rebuilding it. These are not installed by default; append them to the command above.
dsh-cite · Citations
GB/T 7714 (the Chinese national standard) plus APA / MLA / Chicago, with no runtime dependencies. We do not cover this.
dsh-zotero · Local library
Lets the agent search your own Zotero library and read its notes and annotations. We do online search; this does the library you already have.
To add them: append dsh-cite dsh-zotero.
And a curated plugin index
17 research-related dsh plugins, hand-picked and categorised, with stars refreshed weekly. It also implements the DSH Community Market catalog contract, so it can be browsed inside the desktop app.